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Beyond the Edge of Stability via Two-step Gradient Updates

8 June 2022

Joan Bruna

Papers citing "Beyond the Edge of Stability via Two-step Gradient Updates"

3 / 3 papers shown

Title
Minimax Optimal Convergence of Gradient Descent in Logistic Regression via Large and Adaptive Stepsizes Ruiqi Zhang Jingfeng Wu Licong Lin Peter L. Bartlett 73 2 0 05 Apr 2025
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos Dayal Singh Kalra Tianyu He M. Barkeshli 121 7 0 17 Feb 2025
Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear Networks Pierfrancesco Beneventano Blake Woodworth MLT 94 1 0 15 Jan 2025